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Mohamed Nasser

Robotics AI Engineer | Generative AI on Edge | ROS 2 | Computer Vision | Autonomous Systems

Building intelligent autonomous systems at the intersection of generative AI and robotics — deploying edge AI that thinks and acts in real time.

Mohamed Nasser
Background

About Me

Results-driven Mechatronics Engineer with hands-on expertise in AI, Computer Vision, and Autonomous Systems. I deliver production-ready solutions — from a full-stack delivery robot with 23-package ROS 2 architecture to real-time driver monitoring with 99.8% accuracy.

Passionate about bridging the gap between AI research and real-world robotics, with a particular focus on generative AI on edge devices and multi-agent autonomous systems.

🤖
Robotics
ROS 2, Nav2, SLAM
🧠
Generative AI
LLMs, GANs, RAG
👁️
Computer Vision
YOLOv8, MediaPipe
Edge Deployment
ONNX, TFLite, Pi 4
B.Sc. Mechatronics Engineering
Higher Technological Institute (HTI)
GPA 3.44 / 4.0 — Excellent
  • Graduation Project: Autonomous Indoor Delivery Robot — Excellent
  • Generative AI on Edge Devices
  • ROS 2 & Autonomous Navigation
  • Real-time Computer Vision
  • Embedded Systems & IoT
Download CV
Work History

Professional Experience

AI & Data Science Trainee
Digital Egypt Pioneers Initiative (DEPI)
12/2025 — Present
Generative AI LLMs GANs Transformers RAG NLP
  • Specialized in Generative AI: built 3+ end-to-end pipelines using GANs, LLMs, and Transformers for production deployment
  • Attained 85%+ average accuracy across NLP classification and Computer Vision tasks on 10K+ samples
  • Developing capstone: RAG-powered Q&A system with custom attention mechanisms processing 8K+ domain-specific documents
AI Engineering Trainee
Summit Technology Solutions
08/2025 — 01/2026
YOLOv8 MediaPipe InsightFace ONNX Computer Vision Edge AI
  • Built real-time Driver Monitoring System using YOLO, InsightFace, and MediaPipe — 99.8% accuracy detecting 15+ safety events across 2,000+ test scenarios
  • Implemented Arabic Sign Language Translator using MediaPipe, Autoencoders, and CTC decoding — 120+ signs at 30 FPS with 94% accuracy
  • Achieved 45ms inference latency on CPU/edge with 80% false-alert reduction through quantized ONNX models
Selected Work

Featured Projects

02 — COMPUTER VISION
👁️
Real-Time Driver Monitoring System
Multi-modal safety detection fusing YOLOv8, MediaPipe & InsightFace. 99.8% accuracy detecting fatigue & distraction. 45ms edge latency with quantized ONNX. Streamlit fleet dashboard.
YOLOv8 ONNX MediaPipe InsightFace PyTorch Streamlit
03 — MACHINE LEARNING
📊
Industrial Predictive Maintenance
Two-stage ML pipeline: 98.9% anomaly detection + 92.8% root-cause classifier. Ensemble voting (XGBoost, RF, DT) on 10K+ samples. SMOTE improved rare-fault recall from 45% → 78%.
XGBoost Scikit-Learn SMOTE Pandas Streamlit
All Projects on GitHub
Toolkit

Technical Skills

🤖 Robotics
ROS 2 Humble Nav2 SLAM Gazebo Sensor Fusion (EKF) Path Planning
🧠 AI / Deep Learning
PyTorch TensorFlow Hugging Face LLMs GANs Transformers RAG
👁️ Computer Vision
YOLOv8 OpenCV MediaPipe InsightFace Pose Estimation ONNX
Edge & Optimization
Quantization Pruning TFLite Llama.cpp Raspberry Pi 4 Whisper
💻 Programming
Python C++ SQL Docker Linux Git Streamlit
📊 ML / Data
Scikit-Learn XGBoost Pandas NumPy SMOTE Feature Eng.
Credentials

Courses & Certifications

🧠 Machine Learning & AI
Machine Learning Specialization
View
Coursera
Machine Learning Specialization
DeepLearning.AI · Stanford University
📅 Aug 20243 Courses · Andrew Ng
Verify
AI Certificate NTI
View
NTI
Artificial Intelligence (AI)
National Telecommunication Institute
📅 Jun–Jul 2024120 hrs
Huawei AI Certificate
View
Huawei ETA
Artificial Intelligence (AI)
NTI / Huawei Egyptian Talent Academy
📅 Feb 202580 hrs · Score 98%
Summit Internship Certificate
View
Summit
Certificate of Internship
Summit Technology Solutions
📅 2025AI Engineering
🤖 ROS 2 & Robotics — Udemy · Edouard Renard
ROS 2 Jazzy
View
Udemy
ROS 2 for Beginners (ROS Jazzy 2025)
Edouard Renard
📅 Jun 202513 hrs
Verify
ROS 2 Level 2
View
Udemy
ROS 2 Level 2 — TF | URDF | RViz | Gazebo
Edouard Renard
📅 Sept 202514 hrs
Verify
ROS 2 Level 3
View
Udemy
ROS 2 Level 3 — Advanced Concepts
Edouard Renard
📅 Sept 202514 hrs
Verify
ROS 2 Nav2
View
Udemy
ROS 2 Nav2 — Navigation 2 Stack with SLAM
Edouard Renard
📅 Sept 20256 hrs
Verify

Let's Build
Something Impactful

Open to research collaborations, AI engineering roles, and innovative robotics projects. Let's create something that matters.